Seasonal variation of statistical indices for Liaoning province: (a) CC, (b) ME, (c) MAE, (d) POD, (e) POFD, (f) ETS.

Each point represents value of accuracy index for one season in a given year. All daily data belonging to each season in one year is pooled together to calculate each index across this region, respectively.